Skip to main content

Python, pandas group one dataframe by the results from another of different size

I have two dataframes, df_DD carries all my data, and df_GS carries the ranges of data that I want to break df_DD into. df_GS is much shorter than df_DD, I want to group all the df_DD by df_GS for when the ranges are equated.

Small range of df_GS

    From    To      DHID
0   69.0    88.5    CR22-200
1   88.5    90.0    CR22-200
2   90.0    99.0    CR22-200
3   99.0    100.5   CR22-200
4   100.5   112.5   CR22-200
5   112.5   114.0   CR22-200
6   114.0   165.0   CR22-200


for i in range(len(df_GS)):
    df_DD['Samples'].loc[(df_DD[From] >= df_GS[From].iloc[i]) & (df_DD[To] <= df_GS[To].iloc[i]) & (df_DD[DHID]==df_GS[DHID].iloc[i])] = i+1

Here is an output of df_DD

Samples From    To      DHID
0   1   69.0    70.5    CR22-200
1   1   70.5    72.0    CR22-200
2   1   72.0    73.5    CR22-200
3   1   73.5    75.0    CR22-200
4   1   75.0    76.5    CR22-200
5   1   76.5    78.0    CR22-200
6   1   78.0    79.5    CR22-200
7   1   79.5    81.0    CR22-200
8   1   81.0    82.5    CR22-200
9   1   82.5    84.0    CR22-200
10  1   84.0    85.5    CR22-200
11  1   85.5    87.0    CR22-200
12  1   87.0    88.5    CR22-200
13  2   88.5    90.0    CR22-200
14  3   90.0    91.5    CR22-200
15  3   91.5    93.0    CR22-200

The code above does what I want it to by creating a new column named Samples giving values a sample index, after which I can use the groupby function. But I wanted to know if there was a better way to do this cause it's quite cumbersome.



source https://stackoverflow.com/questions/71503736/python-pandas-group-one-dataframe-by-the-results-from-another-of-different-size

Comments

Popular posts from this blog

Confusion between commands.Bot and discord.Client | Which one should I use?

Whenever you look at YouTube tutorials or code from this website there is a real variation. Some developers use client = discord.Client(intents=intents) while the others use bot = commands.Bot(command_prefix="something", intents=intents) . Now I know slightly about the difference but I get errors from different places from my code when I use either of them and its confusing. Especially since there has a few changes over the years in discord.py it is hard to find the real difference. I tried sticking to discord.Client then I found that there are more features in commands.Bot . Then I found errors when using commands.Bot . An example of this is: When I try to use commands.Bot client = commands.Bot(command_prefix=">",intents=intents) async def load(): for filename in os.listdir("./Cogs"): if filename.endswith(".py"): client.load_extension(f"Cogs.{filename[:-3]}") The above doesnt giveany response from my Cogs ...

How to show number of registered users in Laravel based on usertype?

i'm trying to display data from the database in the admin dashboard i used this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count(); echo $users; ?> and i have successfully get the correct data from the database but what if i want to display a specific data for example in this user table there is "usertype" that specify if the user is normal user or admin i want to user the same code above but to display a specific usertype i tried this: <?php use Illuminate\Support\Facades\DB; $users = DB::table('users')->count()->WHERE usertype =admin; echo $users; ?> but it didn't work, what am i doing wrong? source https://stackoverflow.com/questions/68199726/how-to-show-number-of-registered-users-in-laravel-based-on-usertype

Where and how is this Laravel kernel constructor called? [closed]

Where and how is this Laravel kernel constructor called? public fucntion __construct(Application $app, $Router $roouter) { } I have read the documentation and some online tutorial but I can find any clear explanation. I am learning Laravel and I am wondering where does this kernel constructor receives its arguments from. "POSTMOTERM" CLARIFICATION: Here is more clarity.I have checked the boostrap/app.php and it is only used for boostrapping the interfaces into the container class. What is not clear to me is where and how the Kernel class is instatiated and the arguments passed to the object calling the constructor.Something similar to; obj = new kernel(arg1,arg2) or, is the framework using some magic functions somewhere? Special gratitude to those who burn their eyeballs and brain cells on this trivia before it goes into a full blown menopause alias "MARKED AS DUPLICATE". To some of the itchy-finger keyboard warriors, a.k.a The mods,because I believe in th...